Annachiara Ruospo

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
• Collegio di Ingegneria Meccanica, Aerospaziale e dell'Autoveicolo. Componente invitato

PhD

• Artificial Intelligence Safety. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
• Artificial Intelligence Safety. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher

Master of Science

• Architetture dei sistemi di elaborazione. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Testing and fault tolerance. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Testing and fault tolerance. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Bachelor of Science

• Informatica. A.A. 2025/26, INGEGNERIA AEROSPAZIALE. Titolare del corso
• Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
• Computer sciences. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
• Computer sciences. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
• Computer sciences. A.A. 2019/20, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
• Computer sciences. A.A. 2019/20, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso

Projects funded by commercial contracts

• TC4xx NVM Test Strategies enabling Minimal Pincount FE Insertion for reduced test costs, (2025-2025) - Responsabile Scientifico
  Commercial Research
• Colored NVM bitmap and repair integration with statistical evaluation in production for Aurix3G product family, (2023-2024) - Responsabile Scientifico
  Commercial Research

• Antonio Porsia. Programme in Ingegneria Informatica E Dei Sistemi (39^th cycle, 2023-in progress)
  
  Computer architectures and Computer aided design
  Computer architectures and Computer aided design
• Vittorio Turco. Programme in Ingegneria Informatica E Dei Sistemi (39^th cycle, 2023-in progress)
  Research subject: Reliability evaluation and hardening of AI accelerators
  
  Controls and system engineering
  Controls and system engineering

• Bolchini, Cristiana; Bosio, Alberto; Cassano, Luca; Miele, Antonio; Pappalardo, ... (In stampa)
  Benchmark Suite for Resilience Assessment of Deep Learning Models. In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. ISSN 0278-0070
  Contributo su Rivista
• Bellarmino, Nicolo'; Bosio, Alberto; Cantoro, Riccardo; Ruospo, Annachiara; Sanchez, ... (2025)
  DEAR-CNN: Data-Efficient Assessment of Resiliency in Convolutional Neural Networks. In: 28th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), Lyon (FRA), May 5-7, 2025, pp. 13-18. ISBN: 979-8-3315-2801-0
  Contributo in Atti di Convegno (Proceeding)
• Farnaghinejad, Behnam; Porsia, Antonio; Ruospo, Annachiara; Savino, Alessandro; Di ... (2025)
  Late Contribution: VeriSide: A Modified Verilator for Leakage Assessment at the RTL Level. In: 26th IEEE Latin American Test Samposium 2025, San Andres Islas (COL), 11-14 March 2025, pp. 1-2. ISBN: 978-1-6654-7763-5
  Contributo in Atti di Convegno (Proceeding)
• Turco, Vittorio; Bellarmino, Nicolò; Ruospo, Annachiara; Cantoro, Riccardo; Sanchez, ... (2025)
  DOC: Detection of On-Line Failures in CNNs. In: Latin American Test Workshop, LATW, San Andrés (COL), 11-14 March 2025. ISBN: 978-1-6654-7763-5
  Contributo in Atti di Convegno (Proceeding)
• Ruospo, A.; Pappalardo, S.; Turco, V.; Bosio, A.; Sanchez, E. (2025)
  Reliability of Deep Neural Networks: Impact and Open Issues. In: IEEE DESIGN & TEST, vol. 42, pp. 14-25. ISSN 2168-2356
  Contributo su Rivista
• Porsia, Antonio; Perlo, Giacomo; Ruospo, Annachiara; Sanchez, Ernesto (2025)
  Image Test Libraries for the in-field test of ultra-low-power devices. In: Latin American Test Workshop, LATW, San Andrés (Colombia), 11-14 March 2025. ISBN: 978-1-6654-7763-5
  Contributo in Atti di Convegno (Proceeding)
• Bellarmino, Nicolo; Bosio, Alberto; Cantoro, Riccardo; Ruospo, Annachiara; Sanchez, ... (2025)
  Investigating on Gradient Regularization for Testing Neural Networks. In: 10th International Conference on machine Learning, Optimization and Data science (LOD 2024), Castiglione della Pescaia (ITA), September 22 – 25, 2024, pp. 67-81. ISSN 0302-9743. ISBN: 978-3-031-82483-8
  Contributo in Atti di Convegno (Proceeding)
• Porsia, Antonio; Ruospo, Annachiara; Sanchez, Ernesto (2024)
  AI Eye Charts: measuring the visual acuity of Neural Networks with test images. In: IEEE 2nd International conference on Design, Test & Technology of Integrated Systems, Aix-en-Provence (FR), 14-16 October 2024, pp. 1-5. ISBN: 979-8-3503-6312-8
  Contributo in Atti di Convegno (Proceeding)
• Turco, V.; Ruospo, A.; Sanchez, E.; Sonza Reorda, M. (2024)
  Early Detection of Permanent Faults in DNNs Through the Application of Tensor-Related Metrics. In: 2024 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems (DDECS), Kielce (POL), 03-05 April 2024, pp. 13-18. ISSN 2334-3133. ISBN: 979-8-3503-5934-3
  Contributo in Atti di Convegno (Proceeding)
• Gögebakan, Anil Bayram; Magliano, Enrico; Carpegna, Alessio; Ruospo, Annachiara; Savino, ... (2024)
  SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks. In: 2024 IEEE 30th International Symposium on On-Line Testing and Robust System Design (IOLTS), Rennes (FRA), 03-05 July 2024, pp. 1-7. ISSN 1942-9401. ISBN: 979-8-3503-7055-3
  Contributo in Atti di Convegno (Proceeding)

• A Shannon-Hartley-Based Approach To Measure The Criticality Of Synaptic Weights. international Patent
  Inventors: Annachiara Ruospo Edgar Ernesto Sanchez Sanchez